| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | New England Hockey Club | JWHL-U19 | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Saint Anselm | D1 | NEWHA | GR | 39 | 18 | 26 | 44 | 1.128 |
| 2021-22 | Saint Anselm | D1 | NEWHA | SR | 31 | 14 | 16 | 30 | 0.968 |
| 2020-21 | Saint Anselm | D1 | NEWHA | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Saint Anselm | D1 | NEWHA | SO | 33 | 8 | 14 | 22 | 0.667 |
| 2018-19 | Saint Anselm | D3 | NEWHA | FR | 29 | 18 | 7 | 25 | 0.862 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.